Triple
T10625226
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Special Agricultural Worker program |
E250304
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
H-2A temporary agricultural worker program
The H-2A temporary agricultural worker program is a U.S. visa program that allows agricultural employers to hire foreign nationals for seasonal or temporary farm work when there are not enough domestic workers available.
|
E876242
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: H-2A temporary agricultural worker program | Statement: [Special Agricultural Worker program, relatedTo, H-2A temporary agricultural worker program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: H-2A temporary agricultural worker program Context triple: [Special Agricultural Worker program, relatedTo, H-2A temporary agricultural worker program]
-
A.
Special Agricultural Worker program
The Special Agricultural Worker program was a U.S. immigration initiative that granted legal status to certain undocumented farmworkers who met specific agricultural employment requirements.
-
B.
Migrant and Seasonal Agricultural Worker Protection Act
The Migrant and Seasonal Agricultural Worker Protection Act is a U.S. federal law that sets labor standards and protections for migrant and seasonal farmworkers, regulating wages, housing, transportation, and employment disclosures.
-
C.
Bracero Program
The Bracero Program was a bilateral labor agreement between the United States and Mexico that brought millions of Mexican workers to the U.S. to fill agricultural and railroad labor shortages from the 1940s to the 1960s.
-
D.
H-2B
H-2B is a Japanese expendable heavy-lift launch vehicle developed by JAXA and Mitsubishi Heavy Industries, primarily used to launch the H-II Transfer Vehicle (HTV) cargo spacecraft to the International Space Station.
-
E.
Ley de Migración
La Ley de Migración es la normativa mexicana que regula la entrada, estancia, derechos y obligaciones de las personas extranjeras en el territorio nacional, así como las facultades de las autoridades migratorias.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: H-2A temporary agricultural worker program Triple: [Special Agricultural Worker program, relatedTo, H-2A temporary agricultural worker program]
Generated description
The H-2A temporary agricultural worker program is a U.S. visa program that allows agricultural employers to hire foreign nationals for seasonal or temporary farm work when there are not enough domestic workers available.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: H-2A temporary agricultural worker program Target entity description: The H-2A temporary agricultural worker program is a U.S. visa program that allows agricultural employers to hire foreign nationals for seasonal or temporary farm work when there are not enough domestic workers available.
-
A.
Special Agricultural Worker program
The Special Agricultural Worker program was a U.S. immigration initiative that granted legal status to certain undocumented farmworkers who met specific agricultural employment requirements.
-
B.
Migrant and Seasonal Agricultural Worker Protection Act
The Migrant and Seasonal Agricultural Worker Protection Act is a U.S. federal law that sets labor standards and protections for migrant and seasonal farmworkers, regulating wages, housing, transportation, and employment disclosures.
-
C.
Bracero Program
The Bracero Program was a bilateral labor agreement between the United States and Mexico that brought millions of Mexican workers to the U.S. to fill agricultural and railroad labor shortages from the 1940s to the 1960s.
-
D.
H-2B
H-2B is a Japanese expendable heavy-lift launch vehicle developed by JAXA and Mitsubishi Heavy Industries, primarily used to launch the H-II Transfer Vehicle (HTV) cargo spacecraft to the International Space Station.
-
E.
Ley de Migración
La Ley de Migración es la normativa mexicana que regula la entrada, estancia, derechos y obligaciones de las personas extranjeras en el territorio nacional, así como las facultades de las autoridades migratorias.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aa5993448190a493b790b8f85010 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6df7fe9fc81908b3b8d1dc06a829c |
completed | April 8, 2026, 11:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d96b9a27f881908e451bfa6c118af4 |
completed | April 10, 2026, 9:28 p.m. |
| NEDg | Description generation | batch_69d96fe942648190a8779e13e16b9196 |
completed | April 10, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d970f3f78081909bcb2dae6dae06d5 |
completed | April 10, 2026, 9:51 p.m. |
Created at: April 8, 2026, 8:54 p.m.